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clusterProfiler 4.0: A universal enrichment tool for interpreting omics data

Tianzhi Wu, Erqiang Hu, Shuangbin Xu, Meijun Chen, Pingfan Guo, Zehan Dai, Tingze Feng, Lang Zhou, Wenli Tang, Li Zhan, Xiaocong Fu, Shanshan Liu, Xiaochen Bo, Guangchuang Yu • 2021

Public summary•clusterProfiler supports exploring functional characteristics of both coding and non-coding genomics data for thousands of species with up-to-date gene annotation•It provides a universal interface for gene...

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A survey on Image Data Augmentation for Deep Learning

Connor Shorten, Taghi M. Khoshgoftaar • 2019

Deep convolutional neural networks have performed remarkably well on many Computer Vision tasks. However, these networks are heavily reliant on big data to avoid overfitting. Overfitting refers to the phenomenon when a n...

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2021 ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure

Theresa A. McDonagh, Marco Metra, Marianna Adamo, Roy S. Gardner, Andreas Baumbach, Michael Böhm, Haran Burri, Javed Butler, Jelena Čelutkienė, Ovidiu Chioncel, John G.F. Cleland, Andrew J.S. Coats, María G. Crespo‐Leiro, Dimitrios Farmakis, Martine Gilard, Stéphane Heymans, Arno W. Hoes, Tiny Jaarsma, Ewa A. Jankowska, Mitja Lainščak, Carolyn S.P. Lam, Alexander R. Lyon, John J.V. McMurray, Alexandre Mebazaa, Richard Mindham, Claudio Muneretto, Massimo Piepoli, Susanna Price, Giuseppe Rosano, Frank Ruschitzka, Anne Kathrine Skibelund, Rudolf A. de Boer, P. Christian Schulze, Magdy Abdelhamid, Victor Aboyans, Stamatis Adamopoulos, Stefan D. Anker, Elena Arbelo, Riccardo Asteggiano, Johann Bauersachs, Antoni Bayés‐Genís, Michael A. Borger, Werner Budts, Maja Čikeš, Kevin Damman, Victoria Delgado, Paul Dendale, Polychronis Dilaveris, Heinz Drexel, Justin A. Ezekowitz, Volkmar Falk, Laurent Fauchier, Gerasimos Filippatos, Alan G. Fraser, Norbert Frey, Chris P Gale, Finn Gustafsson, Julie Harris, Bernard Iung, Stefan Janssens, Mariell Jessup, А. О. Конради, Dipak Kotecha, Ekaterini Lambrinou, Patrizio Lancellotti, Ulf Landmesser, Christophe Leclercq, Basil S. Lewis, Francisco Leyva, Aleš Linhart, Maja‐Lisa Løchen, Lars H. Lund, Donna Mancini, Josep Masip, Davor Miličić, Christian Mueller, Holger Nef, Jens Cosedis Nielsen, Lis Neubeck, Michel Noutsias, Steffen E. Petersen, Anna Sonia Petronio, Piotr Ponikowski, Eva Prescott, Amina Rakisheva, Dimitrios J. Richter, E. V. Schlyakhto, Petar Seferović, Michele Senni, Marta Sitges, Miguel Sousa‐Uva, Carlo G. Tocchetti, Rhian M. Touyz, C. Tschoepe, Johannes Waltenberger, Marianna Adamo, Andreas Baumbach, Michael Böhm, Haran Burri, Jelena Čelutkienė • 2021
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IOP Conference Series: Materials Science and Engineering

Vikass Monebhurrun • 2022

International Nuclear Science, Technology and Engineering Conference 2021 (iNuSTEC2021) “Nuclear Science and Technology for Socio-economic Development” Universiti Teknologi Malaysia (UTM) Skudai, Johor, Malaysia 10-12 Oc...

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Twelve years of SAMtools and BCFtools

Petr Danecek, James Bonfield, Jennifer Liddle, John Marshall, Valeriu Ohan, Martin Pollard, Andrew Whitwham, Thomas Keane, Shane McCarthy, Robert M. Davies, Heng Li • 2021

Abstract Background SAMtools and BCFtools are widely used programs for processing and analysing high-throughput sequencing data. They include tools for file format conversion and manipulation, sorting, querying, statisti...

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The Coding Manual for Qualitative Researchers

Maria Lungu • 2022

The Coding Manual fourth edition is reformatted to 15 chapters and divided into three parts, as opposed to six chapters in the third edition.This provides readers with more straightforward yet more detailed sectional ref...

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SciPy 1.0: fundamental algorithms for scientific computing in Python

Pauli Virtanen, Ralf Gommers, Travis E. Oliphant, Matt Haberland, Tyler Reddy, David Cournapeau, Evgeni Burovski, Pearu Peterson, Warren Weckesser, Jonathan Bright, Stéfan van der Walt, Matthew Brett, Joshua Wilson, K. Jarrod Millman, Nikolay Mayorov, Andrew Nelson, Eric D. Jones, Robert Kern, Eric R. Larson, CJ Carey, İlhan Polat, Yu Feng, Eric Moore, Jake Vanderplas, Denis Laxalde, Josef Perktold, Robert Cimrman, Ian Henriksen, E. A. Quintero, C. R. Harris, Anne M. Archibald, Antônio H. Ribeiro, Fabian Pedregosa, Paul van Mulbregt, A. Vijaykumar, Alessandro Pietro Bardelli, Alex Rothberg, Andreas Hilboll, Andreas Kloeckner, Anthony Scopatz, Antony Lee, Ariel Rokem, Charles Woods, Chad Fulton, Charles Masson, Christian Häggström, C Fitzgerald, David Nicholson, David Hagen, Dmitrii V. Ṗasechnik, Emanuele Olivetti, Éric Martin, Eric Wieser, Fabrice Silva, Felix Lenders, Florian Wilhelm, George S. Young, Gavin A Price, Gert‐Ludwig Ingold, Gregory E. Allen, Gregory R. Lee, Hervé Audren, Irvin Probst, J. P. Dietrich, Jacob Silterra, James T. Webber, Janko Slavič, Joel Nothman, Johannes Büchner, Johannes Kulick, Johannes L. Schönberger, José Vinícius de Miranda Cardoso, Joscha Reimer, Joseph Harrington, Juan Luis Cano, Juan Nunez-Iglesias, Justin Kuczynski, K. Tritz, Martin Thoma, M. Newville, Matthias Kümmerer, Maximilian Bolingbroke, Michael Tartre, M. Pak, Nathaniel J. Smith, Nikolai Nowaczyk, Nikolay Shebanov, Oleksandr Pavlyk, Per A. Brodtkorb, Perry Lee, Robert T. McGibbon, Roman Feldbauer, Sam Lewis, Sam Tygier, Scott Sievert, Sebastiano Vigna, Stefan Peterson, Surhud More, Tadeusz Pudlik, 拓也 大嶋 • 2020

SciPy is an open-source scientific computing library for the Python programming language. Since its initial release in 2001, SciPy has become a de facto standard for leveraging scientific algorithms in Python, with over...

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<i>Planck</i>2018 results

N. Aghanim, Y. Akrami, M. Ashdown, J. Aumont, C. Baccigalupi, M. Ballardini, A. J. Banday, R. B. Barreiro, N. Bartolo, S. Basak, Richard A. Battye, K. Benabed, J.-P. Bernard, M. Bersanelli, P. Bielewicz, J. J. Bock, J. R. Bond, J. Borrill, F. R. Bouchet, F. Boulanger, M. Bucher, C. Burigana, R. C. Butler, E. Calabrese, J.-F. Cardoso, Julien Carron, A. Challinor, H. C. Chiang, Jens Chluba, L. P. L. Colombo, C. Combet, D. Contreras, B. P. Crill, F. Cuttaia, P. de Bernardis, G. de Zotti, G. de Zotti, J.‐M. Delouis, Eleonora Di Valentino, J. M. Diego, J. M. Diego, M. Douspis, A. Ducout, X. Dupac, S. Dusini, G. Efstathiou, F. Elsner, T. A. Enßlin, H. K. Eriksen, Y. Fantaye, M. Farhang, J. Fergusson, R. Fernández-Cobos, F. Finelli⋆, F. Forastieri, M. Frailis, A. A. Fraisse, E. Franceschi, A. Frolov, S. Galeotta, S. Galli, K. Ganga, R. T. Génova-Santos, M. Gerbino, T. Ghosh, J. González-Nuevo, K. M. Górski, S. Gratton, A. Gruppuso, J. E. Gudmundsson, J. Hamann, Will Handley, F. K. Hansen, D. Herranz, S. R. Hildebrandt, E. Hivon, Zhiqi Huang, A. H. Jaffe, W. C. Jones, A. Karakci, E. Keihänen, R. Keskitalo, K. Kiiveri, J. Kim, T. S. Kisner, L. Knox, N. Krachmalnicoff, M. Kunz, H. Kurki‐Suonio, G. Lagache, J.-M. Lamarre, A. Lasenby, M. Lattanzi, C. R. Lawrence, M. Le Jeune, Pablo Lemos, J. Lesgourgues, F. Levrier, Antony Lewis, M. Liguori • 2020

We present cosmological parameter results from the final full-mission Planck measurements of the CMB anisotropies. We find good consistency with the standard spatially-flat 6-parameter $\Lambda$CDM cosmology having a pow...

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